{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from requests_html import HTMLSession\n",
    "import json\n",
    "import pandas as pd\n",
    "import random\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "city = [\n",
    "    {'code': '010', 'name': '北京'},\n",
    " {'code': '020', 'name': '上海'},\n",
    "{'code': '050020', 'name': '广州'},\n",
    " {'code': '050090', 'name': '深圳'},\n",
    "]"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [],
   "source": [
    "def choose_city(city_name):\n",
    "    for i in city:\n",
    "        if i['name'] == city_name:\n",
    "            return i['code']"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [],
   "source": [
    "edu = [\n",
    "    {'code': \"010\", 'name': \"博士\"},\n",
    "{'code': \"020\", 'name': \"MBA/EMBA\"},\n",
    "{'code': \"030\", 'name': \"硕士\"},\n",
    "{'code': \"040\", 'name': \"本科\"},]\n"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [],
   "source": [
    "def choose_edu(edu_level):\n",
    "    for i in edu:\n",
    "        if i['name'] == edu_level:\n",
    "            return i['code']"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [],
   "source": [
    "def headers():\n",
    "    liepin_headers = {\n",
    "        \"Accept\": \"application/json, text/plain, */*\",\n",
    "        \"Accept-Encoding\": \"gzip, deflate, br\",\n",
    "        \"Accept-Language\": \"zh-CN,zh;q=0.9\",\n",
    "        \"Connection\": \"keep-alive\",\n",
    "        \"Content-Length\": \"487\",\n",
    "        \"Content-Type\": \"application/json;charset=UTF-8;\",\n",
    "        \"Cookie\": \"XSRF-TOKEN=f-jrMrd3RJu-3kuUoWaFyQ; __gc_id=7c3ff9b718c84521b22664e66ce95345; __uuid=1703596389981.06; __tlog=1703596389988.75%7C00000000%7C00000000%7Cs_o_007%7Cs_o_007; fe_se=-1703596397532; UniqueKey=7e03ed3c93a9691fa9dba665e9526a14; liepin_login_valid=0; lt_auth=ue9bMyFRng%2BssSXejmcI4awfidOtUj3O%2FH9egBwG0d7qXafl4P%2FjSwuErrgE%2FioIq0t1f%2FozMLf%2BNu33z3dK40Ua%2F1GnlZ6utf6k1X4eTN11HuyflMX6k83QSqUmrXg6yUpyn2si; access_system=C; user_roles=0; user_photo=5f8fa3b979c7cc70efbf445908u.png; user_name=%E9%99%88%E8%94%9A; need_bind_tel=false; new_user=false; c_flag=1f6841b1bd14010ed9adcc9a31351408; inited_user=e4b562b500d0035cbd2206875a95281e; hpo_role-sec_project=sec_project_liepin; hpo_sec_tenant=0; imId=8385d28f671b89e10188f12f56a485a0; imId_0=8385d28f671b89e10188f12f56a485a0; imClientId=8385d28f671b89e19ee85f84d2d660fa; imClientId_0=8385d28f671b89e19ee85f84d2d660fa; imApp_0=1; acw_tc=276077d217036054407756835e345c6a997f8bbf2d336319758c662b296b39; __session_seq=24; __uv_seq=24; __tlg_event_seq=99; fe_im_socketSequence_new_0=19_19_19; fe_im_connectJson_0=%7B%220_7e03ed3c93a9691fa9dba665e9526a14%22%3A%7B%22socketConnect%22%3A%223%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; fe_im_opened_pages=\",\n",
    "        \"Sec-Fetch-Dest\": \"empty\",\n",
    "        \"Sec-Fetch-Mode\": \"cors\",\n",
    "        \"Sec-Fetch-Site\": \"same-site\",\n",
    "        \"User-Agent\": \"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.122 Safari/537.36\",\n",
    "        \"X-Client-Type\": \"web\",\n",
    "        \"X-Fscp-Bi-Stat\": \"{\\\"location\\\": \\\"https://www.liepin.com/zhaopin/?currentPage=0&pageSize=40&city=050090&dq=050090&pubTime=&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&suggestTag=&otherCity=&industry=&ckId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&scene=condition&skId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&fkId=geq5b0qsi9umzbhn0oojbi2j8v8qu2bb&sfrom=search_job_pc&suggestId=\\\"}\",\n",
    "        \"X-Fscp-Fe-Version\": \"\",\n",
    "        \"X-Fscp-Std-Info\": \"{\\\"client_id\\\": \\\"40108\\\"}\",\n",
    "        \"X-Fscp-Trace-Id\": \"187c89d1-ed19-48b2-99fe-85ceeb116589\",\n",
    "        \"X-Fscp-Version\": \"1.1\",\n",
    "        \"X-Requested-With\": \"XMLHttpRequest\",\n",
    "        \"X-XSRF-TOKEN\": \"zIARnRM0QQaLudJk_4OBXw\"\n",
    "    }\n",
    "\n",
    "    return liepin_headers"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [],
   "source": [
    "url = \"https://apic.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "\n",
    "def payloadd(城市,关键词,学历):\n",
    "    payload = {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": choose_city(城市),\n",
    "            \"dq\": choose_city(城市),\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 20,\n",
    "            \"pageSize\": 50,\n",
    "            \"key\": 关键词,\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": '',\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": choose_edu(学历)\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    }\n",
    "}\n",
    "    return payload"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [],
   "source": [
    "城市 = input('北京、上海、广州、深圳')\n",
    "关键词 = input('4A广告公司, 广告策划, 广告文案, 行销策划类广告人才')\n",
    "学历 = input('本科、硕士、博士')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "{'flag': 1,\n 'data': {'data': {'jobCardList': [{'comp': {'compStage': '沪深A股上市',\n      'compLogo': '5bfe9d7774719d2aa34b638903a.png',\n      'compName': '凡拓数创',\n      'compId': 8521096,\n      'compScale': '1000-2000人',\n      'link': 'https://www.liepin.com/company/8521096/',\n      'compIndustry': '计算机软件'},\n     'job': {'labels': ['本科', '影视动画', '创意策划', 'MG/3D动画'],\n      'pcOuterLink': '',\n      'h5OuterLink': '',\n      'salary': '8-15k',\n      'refreshTime': '20231018181043',\n      'dq': '广州-天河区',\n      'title': '影视动画设计管培生',\n      'topJob': False,\n      'jobId': '62312229',\n      'jobKind': '6',\n      'link': 'https://www.liepin.com/lptjob/62312229',\n      'advViewFlag': False,\n      'campusJobKind': '应届',\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=0&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=0'},\n     'recruiter': {'chatted': False,\n      'imId': '9a0a8a3c4b8baaa071de52c3bc0b6279',\n      'imUserType': '2',\n      'recruiterName': '林女士',\n      'recruiterTitle': '高级招聘专员',\n      'recruiterId': 'bef248641c66d93a77ef0dfa1713ba30',\n      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'},\n     'dataInfo': 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     'pcOuterLink': '',\n      'h5OuterLink': '',\n      'salary': '9-10k·14薪',\n      'refreshTime': '20230904120236',\n      'dq': '广州',\n      'title': '[2024校招]电商类-电商内容运营',\n      'topJob': False,\n      'jobId': '60913093',\n      'jobKind': '6',\n      'link': 'https://www.liepin.com/lptjob/60913093',\n      'advViewFlag': False,\n      'campusJobKind': '应届',\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=1&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=1'},\n     'recruiter': {'chatted': False,\n      'imId': '676d999959b169a413dd84912f51618a',\n      'imUserType': '2',\n      'recruiterName': '刘女士',\n      'recruiterTitle': '招聘经理',\n      'recruiterId': '5f2d2aca3bc9f238792a23abf17fabb3',\n      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'},\n     'dataInfo': 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['6个月',\n       '提供转正',\n       '本科',\n       '市场策划',\n       '自媒体',\n       '公众号',\n       '短视频',\n       'IT/互联网/软件',\n       '新媒体策划'],\n      'pcOuterLink': '',\n      'h5OuterLink': '',\n      'salary': '200-300元/天',\n      'refreshTime': '20230825104126',\n      'dq': '广州',\n      'title': '运营文案',\n      'topJob': False,\n      'jobId': '61110385',\n      'jobKind': '6',\n      'link': 'https://www.liepin.com/lptjob/61110385',\n      'advViewFlag': False,\n      'campusJobKind': '实习',\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=2&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=2'},\n     'recruiter': {'chatted': False,\n      'imId': '64a26ce3983c4b5e8fa263ed17de85b1',\n      'imUserType': '2',\n      'recruiterName': '林先生',\n      'recruiterTitle': '总经理',\n      'recruiterId': 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'https://www.liepin.com/company/8848685/',\n      'compIndustry': '广告/公关/会展'},\n     'job': {'labels': ['文案策划'],\n      'pcOuterLink': '',\n      'h5OuterLink': '',\n      'salary': '11-20k',\n      'refreshTime': '20231110154119',\n      'dq': '广州-越秀区',\n      'title': '主笔策划',\n      'topJob': False,\n      'jobId': '60600507',\n      'jobKind': '2',\n      'requireWorkYears': '经验不限',\n      'link': 'https://www.liepin.com/job/1960600507.shtml',\n      'requireEduLevel': '本科',\n      'advViewFlag': False,\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=3&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=3'},\n     'recruiter': {'chatted': False,\n      'imId': '83b76b86c05f2418351ff05530f680dd',\n      'imUserType': '2',\n      'recruiterName': '罗女士',\n      'recruiterTitle': '招聘经理',\n      'recruiterId': 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'compScale': '1-49人',\n      'link': 'https://www.liepin.com/company/12504425/',\n      'compIndustry': '广播/影视/录音'},\n     'job': {'labels': ['品牌文案',\n       '广告文案',\n       '活动文案',\n       '渠道推广',\n       '软文撰写',\n       '视频文案',\n       '媒介媒体',\n       '新媒体文案'],\n      'pcOuterLink': '',\n      'h5OuterLink': '',\n      'salary': '5-8k',\n      'refreshTime': '20210610163636',\n      'dq': '广州',\n      'title': '撰文指导',\n      'topJob': False,\n      'jobId': '40034265',\n      'jobKind': '2',\n      'requireWorkYears': '3-5年',\n      'link': 'https://www.liepin.com/job/1940034265.shtml',\n      'requireEduLevel': '本科',\n      'advViewFlag': False,\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=227&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=227'},\n     'recruiter': {'chatted': False,\n      'imId': 'f0f2ed42eda8dd0d77f292afcce1a326',\n      'imUserType': '2',\n      'recruiterName': '李女士',\n      'recruiterTitle': '行政',\n      'recruiterId': '88bbad64134c4dc7643f54ac2471c626',\n      'recruiterPhoto': '60c2b8797b75ba43949fd88005u.png'},\n     'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%2220%22%2C%22d_pageSize%22%3A%2240%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%2220%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2240034265%22%2C%22jobKind%22%3A%222%22%7D',\n     'dataParams': '{\"imId\":\"f0f2ed42eda8dd0d77f292afcce1a326\",\"imUserType\":\"2\",\"recruiterName\":\"李女士\",\"userId\":\"88bbad64134c4dc7643f54ac2471c626\",\"jobId\":\"40034265\",\"jobKind\":\"2\",\"recruiterPhoto\":\"60c2b8797b75ba43949fd88005u.png\"}'},\n    {'comp': {'compLogo': '5bfe9e7274719d2aa34b937403a.png',\n      'compName': '森大集团',\n      'compId': 1423635,\n      'compScale': '5000-10000人',\n      'link': 'https://www.liepin.com/company/1423635/',\n      'compIndustry': '贸易/进出口'},\n     'job': {'labels': ['品牌设计', '品牌推广', '品牌运营', '新媒体', '广告/传媒/文化'],\n      'pcOuterLink': '',\n      'h5OuterLink': '',\n      'salary': '30-45k',\n      'refreshTime': '20231226153201',\n      'dq': '广州-天河区',\n      'title': '品牌经理',\n      'topJob': False,\n      'jobId': '63825471',\n      'jobKind': '2',\n      'requireWorkYears': '5-10年',\n      'link': 'https://www.liepin.com/job/1963825471.shtml',\n      'requireEduLevel': '本科',\n      'advViewFlag': False,\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=228&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=228'},\n     'recruiter': {'chatted': False,\n      'imId': '38d9bef77a921e0f682ac4ff34d2e39d',\n      'imUserType': '2',\n      'recruiterName': '梁女士',\n      'recruiterTitle': '招聘hr',\n      'recruiterId': 'ddbb757c5649a943d09434ffb5e4b685',\n      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'},\n     'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%2220%22%2C%22d_pageSize%22%3A%2240%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%2220%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2263825471%22%2C%22jobKind%22%3A%222%22%7D',\n     'dataParams': '{\"imId\":\"38d9bef77a921e0f682ac4ff34d2e39d\",\"imUserType\":\"2\",\"recruiterName\":\"梁女士\",\"userId\":\"ddbb757c5649a943d09434ffb5e4b685\",\"jobId\":\"63825471\",\"jobKind\":\"2\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'},\n    {'comp': {'compLogo': '61b07937d0458d53c627567e02u.jpg',\n      'compName': '王婆营销策划服务(广州)有限公司',\n      'compId': 13682341,\n      'compScale': '50-99人',\n      'link': 'https://www.liepin.com/company/13682341/',\n      'compIndustry': '批发/零售'},\n     'job': {'labels': ['品牌营销',\n       '品牌策划',\n       '品牌战略',\n       '品牌设计',\n       '企业品牌',\n       '个人品牌',\n       '网络媒介',\n       '自媒体',\n       '搜索引擎',\n       '甲方公司背景'],\n      'pcOuterLink': '',\n      'h5OuterLink': '',\n      'salary': '15-20k',\n      'refreshTime': '20230916145042',\n      'dq': '广州-海珠区',\n      'title': '品牌策划总监',\n      'topJob': False,\n      'jobId': '61693495',\n      'jobKind': '2',\n      'requireWorkYears': '5-10年',\n      'link': 'https://www.liepin.com/job/1961693495.shtml',\n      'requireEduLevel': '本科',\n      'advViewFlag': False,\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=229&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=229'},\n     'recruiter': {'chatted': False,\n      'imId': 'e703915cf7233229f6f401036c821c1c',\n      'imUserType': '2',\n      'recruiterName': '吴女士',\n      'recruiterTitle': 'HRBP',\n      'recruiterId': '5701e60c20ed15c89c6c5bbc0a6b7242',\n      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg'},\n     'dataInfo': 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'5f8f9863f6d1ab58476f246a08u.jpg'},\n     'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%2220%22%2C%22d_pageSize%22%3A%2240%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%2220%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2260896665%22%2C%22jobKind%22%3A%222%22%7D',\n     'dataParams': '{\"imId\":\"0298c4410166945e6042c177f0a1d2b1\",\"imUserType\":\"2\",\"recruiterName\":\"谭女士\",\"userId\":\"72661fa3398747ccbcb575cf3365d271\",\"jobId\":\"60896665\",\"jobKind\":\"2\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}'},\n    {'comp': {'compStage': '融资未公开',\n      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n      'compName': '某知名公司',\n      'compScale': '1-49人',\n      'link': '',\n      'compIndustry': '专业技术服务'},\n     'job': {'labels': ['品牌策划', '品牌战略', '甲方公司背景', '乙方公司背景', '4A公司背景', '快消品'],\n      'salary': '35-45k·13薪',\n      'refreshTime': '20231225144032',\n      'dq': '广州',\n      'title': '品牌经理 - 快消',\n      'topJob': False,\n      'jobId': '51805065',\n      'jobKind': '1',\n      'requireWorkYears': '经验不限',\n      'link': 'https://www.liepin.com/a/51805065.shtml',\n      'requireEduLevel': '统招本科',\n      'advViewFlag': False,\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=231&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=231'},\n     'recruiter': {'chatted': False,\n      'imId': '8769c5c45c951cfb3eaad1f295204b5b',\n      'imUserType': '2',\n      'recruiterName': '谢女士',\n      'recruiterTitle': '猎头顾问',\n      'recruiterId': '13a44a2b452011834293c960ce313d98',\n      'recruiterPhoto': '6589227f0dd14b4ac0fddd1f07u.jpeg'},\n     'dataInfo': 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'24-27k',\n      'refreshTime': '20231017152826',\n      'dq': '广州-天河区',\n      'title': '零售项目经理（财富方向）',\n      'topJob': False,\n      'jobId': '50109717',\n      'jobKind': '1',\n      'requireWorkYears': '经验不限',\n      'link': 'https://www.liepin.com/a/50109717.shtml',\n      'requireEduLevel': '统招本科',\n      'advViewFlag': False,\n      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=20&d_pageSize=40&d_headId=null&d_posi=232&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=20&pageSize=40&index=232'},\n     'recruiter': {'chatted': False,\n      'imId': '800026772075b90be72b2bd2fb5ab3f4',\n      'imUserType': '2',\n      'recruiterName': '谢先生',\n      'recruiterTitle': '猎头顾问',\n      'recruiterId': '42e150c00a2641f4f78a78ab9f9da382',\n      'recruiterPhoto': '5f8fa3a78dbe6273dcf85e2608u.png'},\n     'dataInfo': '%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%2220%22%2C%22d_pageSize%22%3A%2240%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%2220%22%2C%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2250109717%22%2C%22jobKind%22%3A%221%22%7D',\n     'dataParams': '{\"imId\":\"800026772075b90be72b2bd2fb5ab3f4\",\"imUserType\":\"2\",\"recruiterName\":\"谢先生\",\"userId\":\"42e150c00a2641f4f78a78ab9f9da382\",\"jobId\":\"50109717\",\"jobKind\":\"1\",\"recruiterPhoto\":\"5f8fa3a78dbe6273dcf85e2608u.png\"}'}],\n   'jobSubscribeInfo': {'keyword': '广告策划',\n    'dqCode': '050020',\n    'dqName': '广州',\n    'qrUrl': 'https://mp.weixin.qq.com/cgi-bin/showqrcode?ticket=gQHy8DwAAAAAAAAAAS5odHRwOi8vd2VpeGluLnFxLmNvbS9xLzAyek5USTFXRm9jdWoxd2ZUazFCY3MAAgSP-IplAwSAOgkA',\n    'id': '51a91cfcc79d7099be9cbfeabf8e9caa'},\n   'compList': []},\n  'passThroughData': {'sfrom': 'search_job_pc',\n   'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n   'scene': 'input',\n   'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8',\n   'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8'},\n  'pagination': {'totalPage': 6,\n   'currentPage': 20,\n   'pageSize': 40,\n   'hasNext': False,\n   'totalCounts': 233}}}"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wait_time = random.randint(2,10)\n",
    "\n",
    "payload = payloadd(str(城市),str(关键词),str(学历))\n",
    "\n",
    "session = HTMLSession()\n",
    "r = session.post(url, data=json.dumps(payload), headers=headers())\n",
    "\n",
    "response_data = r.json()\n",
    "\n",
    "response_data"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "outputs": [
    {
     "data": {
      "text/plain": "                                              dataInfo  \\\n0    %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n1    %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n2    %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n3    %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n4    %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n..                                                 ...   \n228  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n229  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n230  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n231  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n232  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...   \n\n                                            dataParams comp.compStage  \\\n0    {\"imId\":\"9a0a8a3c4b8baaa071de52c3bc0b6279\",\"im...         沪深A股上市   \n1    {\"imId\":\"676d999959b169a413dd84912f51618a\",\"im...            NaN   \n2    {\"imId\":\"64a26ce3983c4b5e8fa263ed17de85b1\",\"im...          融资未公开   \n3    {\"imId\":\"83b76b86c05f2418351ff05530f680dd\",\"im...            NaN   \n4    {\"imId\":\"ae7598b1d30da2198d1ff84e0a6c6898\",\"im...            NaN   \n..                                                 ...            ...   \n228  {\"imId\":\"38d9bef77a921e0f682ac4ff34d2e39d\",\"im...            NaN   \n229  {\"imId\":\"e703915cf7233229f6f401036c821c1c\",\"im...            NaN   \n230  {\"imId\":\"0298c4410166945e6042c177f0a1d2b1\",\"im...            NaN   \n231  {\"imId\":\"8769c5c45c951cfb3eaad1f295204b5b\",\"im...          融资未公开   \n232  {\"imId\":\"800026772075b90be72b2bd2fb5ab3f4\",\"im...            已上市   \n\n                       comp.compLogo     comp.compName  comp.compId  \\\n0    5bfe9d7774719d2aa34b638903a.png              凡拓数创    8521096.0   \n1    64d43e1b8ba4fa0b70692f0903u.png             屈臣氏中国    8278552.0   \n2    5e8bd86e37483e328d7393b407u.jpg      广州悦派信息科技有限公司    8110918.0   \n3    6136d4a643f748195dfb341408u.png              时间网络    8848685.0   \n4    6005025f9402fe11d406314c05u.png    平成(上海)文化旅游有限公司   12515625.0   \n..                               ...               ...          ...   \n228  5bfe9e7274719d2aa34b937403a.png              森大集团    1423635.0   \n229  61b07937d0458d53c627567e02u.jpg  王婆营销策划服务(广州)有限公司   13682341.0   \n230  5c4970d4509919607f6b701f06u.png      Michael Page    1790705.0   \n231  60e2fe0bf3df194a3c48adb502u.png             某知名公司          NaN   \n232  60e2fe0bf3df194a3c48adb502u.png           某银行上市公司          NaN   \n\n    comp.compScale                                 comp.link  \\\n0       1000-2000人   https://www.liepin.com/company/8521096/   \n1         10000人以上   https://www.liepin.com/company/8278552/   \n2            1-49人   https://www.liepin.com/company/8110918/   \n3         100-499人   https://www.liepin.com/company/8848685/   \n4           50-99人  https://www.liepin.com/company/12515625/   \n..             ...                                       ...   \n228    5000-10000人   https://www.liepin.com/company/1423635/   \n229         50-99人  https://www.liepin.com/company/13682341/   \n230    5000-10000人   https://www.liepin.com/company/1790705/   \n231          1-49人                                             \n232    5000-10000人                                             \n\n    comp.compIndustry                                         job.labels  ...  \\\n0               计算机软件                          [本科, 影视动画, 创意策划, MG/3D动画]  ...   \n1               批发/零售                             [本科, 内容运营, 电子商务, 电商平台]  ...   \n2               计算机软件  [6个月, 提供转正, 本科, 市场策划, 自媒体, 公众号, 短视频, IT/互联网/软件...  ...   \n3            广告/公关/会展                                             [文案策划]  ...   \n4              专业技术服务                                                 []  ...   \n..                ...                                                ...  ...   \n228            贸易/进出口                  [品牌设计, 品牌推广, 品牌运营, 新媒体, 广告/传媒/文化]  ...   \n229             批发/零售  [品牌营销, 品牌策划, 品牌战略, 品牌设计, 企业品牌, 个人品牌, 网络媒介, 自媒体...  ...   \n230            人力资源服务                           [创意设计, 广告设计, 美术设计, 视觉设计]  ...   \n231            专业技术服务          [品牌策划, 品牌战略, 甲方公司背景, 乙方公司背景, 4A公司背景, 快消品]  ...   \n232                银行                     [财富管理, 项目管理, 业务推动, 团队建设, 零售业务]  ...   \n\n                                        job.dataPromId recruiter.chatted  \\\n0    d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n1    d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n2    d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n3    d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n4    d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n..                                                 ...               ...   \n228  d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n229  d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n230  d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n231  d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n232  d_sfrom=search_prime&d_ckId=null&d_curPage=20&...             False   \n\n                       recruiter.imId recruiter.imUserType  \\\n0    9a0a8a3c4b8baaa071de52c3bc0b6279                    2   \n1    676d999959b169a413dd84912f51618a                    2   \n2    64a26ce3983c4b5e8fa263ed17de85b1                    2   \n3    83b76b86c05f2418351ff05530f680dd                    2   \n4    ae7598b1d30da2198d1ff84e0a6c6898                    2   \n..                                ...                  ...   \n228  38d9bef77a921e0f682ac4ff34d2e39d                    2   \n229  e703915cf7233229f6f401036c821c1c                    2   \n230  0298c4410166945e6042c177f0a1d2b1                    2   \n231  8769c5c45c951cfb3eaad1f295204b5b                    2   \n232  800026772075b90be72b2bd2fb5ab3f4                    2   \n\n    recruiter.recruiterName recruiter.recruiterTitle  \\\n0                       林女士                   高级招聘专员   \n1                       刘女士                     招聘经理   \n2                       林先生                      总经理   \n3                       罗女士                     招聘经理   \n4                       朱女士                            \n..                      ...                      ...   \n228                     梁女士                     招聘hr   \n229                     吴女士                     HRBP   \n230                     谭女士           Consult (FMCG)   \n231                     谢女士                     猎头顾问   \n232                     谢先生                     猎头顾问   \n\n                recruiter.recruiterId          recruiter.recruiterPhoto  \\\n0    bef248641c66d93a77ef0dfa1713ba30   5f8f9865ea60860b75384fa508u.jpg   \n1    5f2d2aca3bc9f238792a23abf17fabb3   5f8f98648dbe6273dcf8515508u.jpg   \n2    71ee387c11199ed0dddb555967b1c77b   6224678d8eba3d325c9e087b08u.png   \n3    26b56014a24337d4d1580e0f37a03768   5f8f9866dfb13a7dee342f1808u.jpg   \n4    fe66c96989ea378032ae631b1e4d7ca6   5f8f9865ea60860b75384fa508u.jpg   \n..                                ...                               ...   \n228  ddbb757c5649a943d09434ffb5e4b685   5f8f98648dbe6273dcf8515508u.jpg   \n229  5701e60c20ed15c89c6c5bbc0a6b7242   5f8f9863f6d1ab58476f246a08u.jpg   \n230  72661fa3398747ccbcb575cf3365d271   5f8f9863f6d1ab58476f246a08u.jpg   \n231  13a44a2b452011834293c960ce313d98  6589227f0dd14b4ac0fddd1f07u.jpeg   \n232  42e150c00a2641f4f78a78ab9f9da382   5f8fa3a78dbe6273dcf85e2608u.png   \n\n    job.requireWorkYears job.requireEduLevel  \n0                    NaN                 NaN  \n1                    NaN                 NaN  \n2                    NaN                 NaN  \n3                   经验不限                  本科  \n4                   经验不限                  本科  \n..                   ...                 ...  \n228                5-10年                  本科  \n229                5-10年                  本科  \n230                5-10年                  本科  \n231                 经验不限                统招本科  \n232                 经验不限                统招本科  \n\n[1165 rows x 32 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>dataInfo</th>\n      <th>dataParams</th>\n      <th>comp.compStage</th>\n      <th>comp.compLogo</th>\n      <th>comp.compName</th>\n      <th>comp.compId</th>\n      <th>comp.compScale</th>\n      <th>comp.link</th>\n      <th>comp.compIndustry</th>\n      <th>job.labels</th>\n      <th>...</th>\n      <th>job.dataPromId</th>\n      <th>recruiter.chatted</th>\n      <th>recruiter.imId</th>\n      <th>recruiter.imUserType</th>\n      <th>recruiter.recruiterName</th>\n      <th>recruiter.recruiterTitle</th>\n      <th>recruiter.recruiterId</th>\n      <th>recruiter.recruiterPhoto</th>\n      <th>job.requireWorkYears</th>\n      <th>job.requireEduLevel</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"9a0a8a3c4b8baaa071de52c3bc0b6279\",\"im...</td>\n      <td>沪深A股上市</td>\n      <td>5bfe9d7774719d2aa34b638903a.png</td>\n      <td>凡拓数创</td>\n      <td>8521096.0</td>\n      <td>1000-2000人</td>\n      <td>https://www.liepin.com/company/8521096/</td>\n      <td>计算机软件</td>\n      <td>[本科, 影视动画, 创意策划, MG/3D动画]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>9a0a8a3c4b8baaa071de52c3bc0b6279</td>\n      <td>2</td>\n      <td>林女士</td>\n      <td>高级招聘专员</td>\n      <td>bef248641c66d93a77ef0dfa1713ba30</td>\n      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"676d999959b169a413dd84912f51618a\",\"im...</td>\n      <td>NaN</td>\n      <td>64d43e1b8ba4fa0b70692f0903u.png</td>\n      <td>屈臣氏中国</td>\n      <td>8278552.0</td>\n      <td>10000人以上</td>\n      <td>https://www.liepin.com/company/8278552/</td>\n      <td>批发/零售</td>\n      <td>[本科, 内容运营, 电子商务, 电商平台]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>676d999959b169a413dd84912f51618a</td>\n      <td>2</td>\n      <td>刘女士</td>\n      <td>招聘经理</td>\n      <td>5f2d2aca3bc9f238792a23abf17fabb3</td>\n      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"64a26ce3983c4b5e8fa263ed17de85b1\",\"im...</td>\n      <td>融资未公开</td>\n      <td>5e8bd86e37483e328d7393b407u.jpg</td>\n      <td>广州悦派信息科技有限公司</td>\n      <td>8110918.0</td>\n      <td>1-49人</td>\n      <td>https://www.liepin.com/company/8110918/</td>\n      <td>计算机软件</td>\n      <td>[6个月, 提供转正, 本科, 市场策划, 自媒体, 公众号, 短视频, IT/互联网/软件...</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>64a26ce3983c4b5e8fa263ed17de85b1</td>\n      <td>2</td>\n      <td>林先生</td>\n      <td>总经理</td>\n      <td>71ee387c11199ed0dddb555967b1c77b</td>\n      <td>6224678d8eba3d325c9e087b08u.png</td>\n      <td>NaN</td>\n      <td>NaN</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"83b76b86c05f2418351ff05530f680dd\",\"im...</td>\n      <td>NaN</td>\n      <td>6136d4a643f748195dfb341408u.png</td>\n      <td>时间网络</td>\n      <td>8848685.0</td>\n      <td>100-499人</td>\n      <td>https://www.liepin.com/company/8848685/</td>\n      <td>广告/公关/会展</td>\n      <td>[文案策划]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>83b76b86c05f2418351ff05530f680dd</td>\n      <td>2</td>\n      <td>罗女士</td>\n      <td>招聘经理</td>\n      <td>26b56014a24337d4d1580e0f37a03768</td>\n      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n      <td>经验不限</td>\n      <td>本科</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"ae7598b1d30da2198d1ff84e0a6c6898\",\"im...</td>\n      <td>NaN</td>\n      <td>6005025f9402fe11d406314c05u.png</td>\n      <td>平成(上海)文化旅游有限公司</td>\n      <td>12515625.0</td>\n      <td>50-99人</td>\n      <td>https://www.liepin.com/company/12515625/</td>\n      <td>专业技术服务</td>\n      <td>[]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>ae7598b1d30da2198d1ff84e0a6c6898</td>\n      <td>2</td>\n      <td>朱女士</td>\n      <td></td>\n      <td>fe66c96989ea378032ae631b1e4d7ca6</td>\n      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n      <td>经验不限</td>\n      <td>本科</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>228</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"38d9bef77a921e0f682ac4ff34d2e39d\",\"im...</td>\n      <td>NaN</td>\n      <td>5bfe9e7274719d2aa34b937403a.png</td>\n      <td>森大集团</td>\n      <td>1423635.0</td>\n      <td>5000-10000人</td>\n      <td>https://www.liepin.com/company/1423635/</td>\n      <td>贸易/进出口</td>\n      <td>[品牌设计, 品牌推广, 品牌运营, 新媒体, 广告/传媒/文化]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>38d9bef77a921e0f682ac4ff34d2e39d</td>\n      <td>2</td>\n      <td>梁女士</td>\n      <td>招聘hr</td>\n      <td>ddbb757c5649a943d09434ffb5e4b685</td>\n      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n      <td>5-10年</td>\n      <td>本科</td>\n    </tr>\n    <tr>\n      <th>229</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"e703915cf7233229f6f401036c821c1c\",\"im...</td>\n      <td>NaN</td>\n      <td>61b07937d0458d53c627567e02u.jpg</td>\n      <td>王婆营销策划服务(广州)有限公司</td>\n      <td>13682341.0</td>\n      <td>50-99人</td>\n      <td>https://www.liepin.com/company/13682341/</td>\n      <td>批发/零售</td>\n      <td>[品牌营销, 品牌策划, 品牌战略, 品牌设计, 企业品牌, 个人品牌, 网络媒介, 自媒体...</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>e703915cf7233229f6f401036c821c1c</td>\n      <td>2</td>\n      <td>吴女士</td>\n      <td>HRBP</td>\n      <td>5701e60c20ed15c89c6c5bbc0a6b7242</td>\n      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n      <td>5-10年</td>\n      <td>本科</td>\n    </tr>\n    <tr>\n      <th>230</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"0298c4410166945e6042c177f0a1d2b1\",\"im...</td>\n      <td>NaN</td>\n      <td>5c4970d4509919607f6b701f06u.png</td>\n      <td>Michael Page</td>\n      <td>1790705.0</td>\n      <td>5000-10000人</td>\n      <td>https://www.liepin.com/company/1790705/</td>\n      <td>人力资源服务</td>\n      <td>[创意设计, 广告设计, 美术设计, 视觉设计]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>0298c4410166945e6042c177f0a1d2b1</td>\n      <td>2</td>\n      <td>谭女士</td>\n      <td>Consult (FMCG)</td>\n      <td>72661fa3398747ccbcb575cf3365d271</td>\n      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n      <td>5-10年</td>\n      <td>本科</td>\n    </tr>\n    <tr>\n      <th>231</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"8769c5c45c951cfb3eaad1f295204b5b\",\"im...</td>\n      <td>融资未公开</td>\n      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n      <td>某知名公司</td>\n      <td>NaN</td>\n      <td>1-49人</td>\n      <td></td>\n      <td>专业技术服务</td>\n      <td>[品牌策划, 品牌战略, 甲方公司背景, 乙方公司背景, 4A公司背景, 快消品]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>8769c5c45c951cfb3eaad1f295204b5b</td>\n      <td>2</td>\n      <td>谢女士</td>\n      <td>猎头顾问</td>\n      <td>13a44a2b452011834293c960ce313d98</td>\n      <td>6589227f0dd14b4ac0fddd1f07u.jpeg</td>\n      <td>经验不限</td>\n      <td>统招本科</td>\n    </tr>\n    <tr>\n      <th>232</th>\n      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22d_cu...</td>\n      <td>{\"imId\":\"800026772075b90be72b2bd2fb5ab3f4\",\"im...</td>\n      <td>已上市</td>\n      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n      <td>某银行上市公司</td>\n      <td>NaN</td>\n      <td>5000-10000人</td>\n      <td></td>\n      <td>银行</td>\n      <td>[财富管理, 项目管理, 业务推动, 团队建设, 零售业务]</td>\n      <td>...</td>\n      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=20&amp;...</td>\n      <td>False</td>\n      <td>800026772075b90be72b2bd2fb5ab3f4</td>\n      <td>2</td>\n      <td>谢先生</td>\n      <td>猎头顾问</td>\n      <td>42e150c00a2641f4f78a78ab9f9da382</td>\n      <td>5f8fa3a78dbe6273dcf85e2608u.png</td>\n      <td>经验不限</td>\n      <td>统招本科</td>\n    </tr>\n  </tbody>\n</table>\n<p>1165 rows × 32 columns</p>\n</div>"
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response_df = []\n",
    "for i in range(5): \n",
    "    payload['data']['mainSearchPcConditionForm']['currentPage']=i\n",
    "    df = pd.json_normalize(response_data['data']['data']['jobCardList'])\n",
    "    response_df.append(df)\n",
    "    time.sleep(wait_time)\n",
    "df = pd.concat(response_df)\n",
    "df"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [],
   "source": [
    "df.to_excel('猎聘.xlsx')"
   ],
   "metadata": {
    "collapsed": false
   }
  }
 ],
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   "name": "python",
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